Kyvos vs SAP Business Data Cloud comparison

Why PeerSpot?

Kyvos and SAP are both solutions in the BI (Business Intelligence) Tools category. Kyvos is ranked #45, while SAP is ranked #3 with an average rating of 8.3. Kyvos holds a 0.5% mindshare in BIT, compared to SAP’s 3.4% mindshare. Additionally, 100% of Kyvos users are willing to recommend the solution, compared to 92% of SAP users who would recommend it.

Kyvos

Read 1 Kyvos review

1,671 Views
1,504 Comparison Views

100% willing to recommend

SAP Business Data Cloud

Read 120 SAP Business Data Cloud reviews

23,143 Views
12,729 Comparison Views

92% willing to recommend

Kyvos

SAP Business Data Cloud

Comparison Buyer's Guide

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Executive SummaryUpdated on Apr 15, 2026

Kyvos and SAP Business Data Cloud are competitive products in big data analytics. SAP Business Data Cloud appears superior due to its comprehensive features despite Kyvos's advantage in pricing and client support.

Features: Kyvos offers massive scalability, high-performance data analysis capabilities, and ease in handling large-scale data workloads. SAP Business Data Cloud provides broader integration with SAP products, advanced analytics, and AI-powered data insights.

Ease of Deployment and Customer Service: Kyvos has a straightforward deployment process and efficient customer service. SAP Business Data Cloud might require more deployment effort due to complexity, yet benefits from integration with SAP's ecosystem and vast custom deployment resources.

Pricing and ROI: Kyvos offers a competitive setup cost, gaining ROI through cost-effective scaling and flexible licensing. SAP Business Data Cloud's higher initial costs are justified by its capabilities and integration potential, leading to substantial ROI.

To learn more, read our detailed BI (Business Intelligence) Tools Report (Updated: October 2026).

Buyer's Guide

BI (Business Intelligence) Tools

October 2026

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Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:

Categories and Ranking

Kyvos

Ranking in BI (Business Intelligence) Tools

45th

Average Rating

7.0

Reviews Sentiment

7.0

Number of Reviews

Ranking in other categories

Reporting (50th)

SAP Business Data Cloud

Ranking in BI (Business Intelligence) Tools

3rd

Average Rating

8.0

Reviews Sentiment

6.3

Number of Reviews

120

Ranking in other categories

Data Integration (11th), Business Performance Management (4th), Cloud Analytics (2nd), Predictive Analytics (2nd), Data Governance (10th), Cloud Data Warehouse (9th)

Mindshare comparison

As of November 2026, in the BI (Business Intelligence) Tools category, the mindshare of Kyvos is 0.5%, up from 0.4% compared to the previous year. The mindshare of SAP Business Data Cloud is 3.4%, up from 3.1% compared to the previous year. It is calculated based on PeerSpot user engagement data.

BI (Business Intelligence) Tools Mindshare Distribution
Product	Mindshare (%)
SAP Business Data Cloud	3.4%
Kyvos	0.5%
Other	96.1%

BI (Business Intelligence) Tools

Featured Reviews

Sumit Niyolia

Business Analyst at Barclays Capital

A stable solution that can be used for data discovery, but it should include more tutorials for new users

We use Kyvos for data discovery and drilling down to the exact data point The most valuable features of Kyvos are reconciliation and its ability to query big data. Since I couldn't find any tutorials or a handbook, I had some initial difficulty understanding the UI and the whole interface of…

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Pavlina Pankova

Competence Leader - BI at Sabris CZ s.r.o.

Brings reporting, planning, and prediction together in one seamless workflow

I think the areas of SAP Analytics Cloud that could be improved or enhanced are mentioned by users or companies, and they would definitely mention the price in terms of planning licensing. From a consulting point of view, I don't see any major weaknesses. It is reasonably well-developed, and the perfect strength is that innovations are coming on a quarterly basis. It is slightly behind other tools in terms of the number of graphical outputs. Some tools have it faster, but every increment of innovations contains new features. On the other hand, it is perfectly fitting to the SAP environment, with seamless integration to all SAP modules, not only ERP but also SuccessFactors and other tools from the SAP family, for example, integrated business planning for the production planning. This is really a highlight compared to other tools.

Read full review

Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:

Pros

"The most valuable features of Kyvos are reconciliation and its ability to query big data."

"I strongly recommend this particular product because whatever I do in multiple tools, in reporting or dashboarding, for example, I carry out a planning process where everything is integrated, so I strongly recommend SAP."

"What my customers like best about SAP Analytics Cloud is the dashboard because it's pretty good."

"It is the best business intelligence platform."

"The main important point which catches the eye of every business using SAP Business Data Cloud is it has a very tight integration."

"I like the product's capabilities. The clarity and scenarios are the main features that allow us to forecast using machine learning algorithms and make decisions."

"The platform's main benefit is its integration with SAP ERP data. It’s effective for data integration and integrity."

"SAP Business Data Cloud provides a very seamless experience because within one package we gain AI-infused capabilities, analytical features, and planning tools that enable deeper insights and more informed business decisions based on comprehensive data analysis."

"The SKU, the story build all are user- friendly. For the story build one just has to drag and drop it. And for the table, you just need some sort of selections and everything there."

More SAP Business Data Cloud pros

Cons

"Since I couldn't find any tutorials or a handbook, I had some initial difficulty understanding the UI and the whole interface of Kyvos."

"It should have the flexibility for scoping the story and models. When you use it in a three-layer architecture, you struggle with the fact that you usually have just one SAP Analytics Cloud tenant, and you have to switch the connections, which might be an issue for bigger developments. For the development role, there should be an option to switch between development and production scenarios."

"With the R Visualization, the coding is somewhat complex."

"Live Data Models are very slow and the setup can be improved, with tools such as Cloud Connector being inbuilt into SAP Analytics Cloud. Likewise, we need to write application code from scratch, rather than tweaking existing code, as we might with Excel macros. Moreover, when using responsive pages, the widgets get adjusted according to the mobile screen. As a result, when I place two or three KPI tiles, they can only be viewed tile-by-tile. We want to see the full dashboard on the mobile screen and zoom in to click on a particular section of the dashboard and go further into that. But displaying tile-by-tile makes it very annoying and the upper management using this dashboard might not be aware there are any more tiles to view."

"Frankly, pricing, setup cost, and licensing seem a bit high compared to other hyperscalers, but if SAP works on that and provides some innovative options, it could improve and help them gain market share by reducing licensing costs slightly."

"Some of the standard visualizations, such as a speedometer or a goal chart, are not there and should be added."

"I expect more integration from SAP Analytics Cloud."

"There are dimension restrictions. The scope is limited to only five to six accounts."

"Documentation-wise, we see some gaps when trying to connect different solutions. Some generic documents are available, but the steps maintained are not accurate. There is room for improvement in documentation."

More SAP Business Data Cloud cons

Pricing and Cost Advice

Information not available

"The pricing is based on an annual license and is rated a four out of ten."

"They are pursuing a highly assertive approach to target businesses of all sizes within the industry."

"It is a bit expensive, but really worth it, especially if you are already using other SAP tools."

"Its pricing is okay as compared to its competitors."

"SAP pricing tends to be premium, so it is slightly higher."

"This solution offers value for money and you get what you pay for."

"The product is expensive."

"The tool's pricing is medium, and licensing costs are yearly."

More SAP Business Data Cloud pricing and cost advice

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Top Industries

By visitors reading reviews

Construction Company

24%

Financial Services Firm

13%

Healthcare Company

13%

Comms Service Provider

Media Company

13%

Outsourcing Company

13%

Manufacturing Company

12%

Construction Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

No data available

By reviewers
Company Size	Count
Small Business	47
Midsize Enterprise	22
Large Enterprise	79

Questions from the Community

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Which would you choose - Tableau or SAP Analytics Cloud?

Tableau is easy to set up and maintain. In about a day it is possible for the entire platform to be deployed for use. This relatively short amount of time can make all the difference for companies ...

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What is your experience regarding pricing and costs for SAP Analytics Cloud?

I normally do not deal with the commercials, so I am not aware of the pricing part of it.

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What needs improvement with SAP Analytics Cloud?

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Comparisons

Tableau Enterprise vs Kyvos

Compared 25% of the time

Microsoft Power BI vs Kyvos

Compared 20% of the time

AtScale Adaptive Analytics (A3) vs Kyvos

Compared 18% of the time

Anvizent vs Kyvos

Compared 8% of the time

Entrinsik Informer vs Kyvos

Compared 2% of the time

More Kyvos Competitors

SAP BusinessObjects Business Intelligence vs SAP Business Data Cloud

Compared 15% of the time

Tableau Enterprise vs SAP Business Data Cloud

Compared 3% of the time

Microsoft Power BI vs SAP Business Data Cloud

Compared 3% of the time

Databricks vs SAP Business Data Cloud

Compared 3% of the time

Oracle Analytics Cloud vs SAP Business Data Cloud

Compared 2% of the time

More SAP Business Data Cloud Competitors

Product Reports

Buyer's Guide

BI (Business Intelligence) Tools

October 2026

Download Kyvos product report

Buyer's Guide

SAP Business Data Cloud

September 2026

Download SAP Business Data Cloud product report

Also Known As

No data available

SAP Analytics Cloud, SAP Digital Boardroom, SAP Analytics Hub

Overview

Kyvos is a semantic layer for AI and BI, providing a unified, business-friendly view of data for accurate insights and reducing metric drift across tools.

Kyvos offers enterprises the ability to perform lightning-fast analytics at scale with high concurrency, delivering high-grain multidimensional analytics on the cloud. It ensures trusted AI and BI by grounding analytics in a governed semantic context, allowing for greater accuracy in decision-making while optimizing cloud spend.

What are the most valuable features of Kyvos?

Universal Semantic Layer: Kyvos provides a universal semantic layer that serves both AI and BI.
Sub-Second Analytics: Kyvos is purpose-built to deliver sub-second analytics query performance across enterprise-scale data and high-concurrency workloads.
Enterprise Scale: Kyvos was built for billions of rows, thousands of concurrent users and fast-paced AI query volumes from day one.
AI and Cloud Cost Optimization: Kyvos reduces token usage by 60%+ and cloud compute costs by 50%+.

What benefits should users look for in reviews?

AI accuracy: Kyvos gives AI the context it's missing: what your data means, how it connects, and the rules your business runs on.
Savings: Customers report 60%+ lower AI token costs and 50%+ lower cloud compute costs.
Performance: Customers have achieved 1,500x faster analytics, with interactivity intact at any level of detail.
Production proven: Customers have achieved 100% AI accuracy, 1,500× faster analytics, more than 60% lower AI token cost, and more than 50% lower cloud costs.

Kyvos

SAP Business Data Cloud (SAP BDC) is a unified, intelligent data platform — part of the SAP Business AI Platform — that governs SAP and third-party data through a business data fabric. As an evolution of our industry-leading data, analytics and planning solutions, Business Data Cloud brings together Datasphere, Analytics Cloud, and Business Warehouse with a unified experience that delivers transformational insights across all lines of business. By harmonizing mission-critical data with the business processes and logic that give it meaning, SAP BDC delivers a trusted foundation for analytics and AI, empowering data teams and business leaders to make faster, more confident decisions.

What are the most important features of SAP Business Data Cloud?

Unified Data Connectivity: Native integration with SAP applications and third-party sources, eliminating data silos
Business-ready data products: Fully managed SAP data products across all business processes, providing immediate access to high-quality, trusted data
Semantic Data Modeling: A business semantic layer ensures data is translated into consistent, business context across the enterprise
End-to-End Data Governance: Built-in lineage tracking, data quality management, access controls, and compliance support
AI-Assisted Analytics and Planning: Go from insights to action instantly with planning and analytics together in one solution
Open Data Architecture: Enable secure and seamless, zero-copy sharing of semantically rich SAP data into existing data platform environments

What benefits or ROI should users look for in SAP Business Data Cloud?

Accelerated Time to Insight: Less time cleaning and validating data means more time analyzing and acting
Reduced Data Management Costs: One platform replaces multiple point solutions, lowering licensing and IT overhead
Improved Data Trust and Quality: Embedded governance reduces the risk of decisions made on inaccurate or inconsistent data
Faster Compliance and Auditability: Built-in lineage and access controls streamline regulatory reporting and audit preparation
Enhanced Business Agility: Real-time data and self-service analytics help teams respond quickly without relying on IT
Maximized SAP Investment Value: Makes existing SAP transactional data fully accessible and analytics-ready
AI Readiness: A clean, governed data foundation accelerates confident AI and ML adoption across the business

SAP Business Data Cloud is a key component of SAP's vision for the autonomous enterprise. By unifying data connectivity, governance, semantic modeling, and analytics in a single cloud-native platform, SAP BDC eliminates fragmentation and complexity — serving as the connective tissue that ties your entire enterprise together and positioning organizations for long-term success in an AI-driven world.

SAP

Sample Customers

Information Not Available

Ericsson, Vodafone, Google, Team Liquid, Ryder Cup, Accenture

Buyer's Guide

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October 2026

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